Cleansing data The cleansing process can include, but is not limited to, eliminating redundant, obsolete, or inaccurate data. Clean data is a critical component for accurate information, reports, and analyses. Throughout your organization, people make business decisions based on data that is provided to them. By cleansing data, you provide high-quality data.